diff --git a/.github/workflows/docker.yml b/.github/workflows/docker.yml
index 7761d2d0..c4ba3b74 100644
--- a/.github/workflows/docker.yml
+++ b/.github/workflows/docker.yml
@@ -120,16 +120,15 @@ jobs:
           path: target/${{ matrix.target }}/release/rustfs
           retention-days: 1
 
-  # Build and push Docker images
+  # Build and push multi-arch Docker images
   build-images:
     needs: [skip-check, build-binary]
     if: needs.skip-check.outputs.should_skip != 'true'
     runs-on: ubuntu-latest
-    timeout-minutes: 30
+    timeout-minutes: 60
     strategy:
       matrix:
         image-type: [production, ubuntu, rockylinux, devenv]
-        platform: [linux/amd64, linux/arm64]
     steps:
       - name: Checkout repository
         uses: actions/checkout@v4
@@ -211,86 +210,22 @@ jobs:
           flavor: |
             latest=false
 
-      - name: Build and push Docker image
+      - name: Build and push multi-arch Docker image
         uses: docker/build-push-action@v5
         with:
           context: ${{ steps.dockerfile.outputs.context }}
           file: ${{ steps.dockerfile.outputs.dockerfile }}
-          platforms: ${{ matrix.platform }}
-          push: ${{ github.event_name != 'pull_request' && (github.ref == 'refs/heads/main' || startsWith(github.ref, 'refs/tags/')) }}
+          platforms: linux/amd64,linux/arm64
+          push: ${{ (github.event_name != 'pull_request' && (github.ref == 'refs/heads/main' || startsWith(github.ref, 'refs/tags/'))) || github.event.inputs.push_to_registry == 'true' }}
           tags: ${{ steps.meta.outputs.tags }}
           labels: ${{ steps.meta.outputs.labels }}
-          cache-from: type=gha,scope=${{ matrix.image-type }}-${{ matrix.platform }}
-          cache-to: type=gha,mode=max,scope=${{ matrix.image-type }}-${{ matrix.platform }}
+          cache-from: type=gha,scope=${{ matrix.image-type }}
+          cache-to: type=gha,mode=max,scope=${{ matrix.image-type }}
           build-args: |
             BUILDTIME=${{ fromJSON(steps.meta.outputs.json).labels['org.opencontainers.image.created'] }}
             VERSION=${{ fromJSON(steps.meta.outputs.json).labels['org.opencontainers.image.version'] }}
             REVISION=${{ fromJSON(steps.meta.outputs.json).labels['org.opencontainers.image.revision'] }}
 
-  # Create multi-arch manifests
-  create-manifest:
-    needs: [skip-check, build-images]
-    if: needs.skip-check.outputs.should_skip != 'true' && github.event_name != 'pull_request' && (github.ref == 'refs/heads/main' || startsWith(github.ref, 'refs/tags/'))
-    runs-on: ubuntu-latest
-    strategy:
-      matrix:
-        image-type: [production, ubuntu, rockylinux, devenv]
-    steps:
-      - name: Login to Docker Hub
-        uses: docker/login-action@v3
-        with:
-          username: ${{ secrets.DOCKERHUB_USERNAME }}
-          password: ${{ secrets.DOCKERHUB_TOKEN }}
-
-      - name: Login to GitHub Container Registry
-        uses: docker/login-action@v3
-        with:
-          registry: ghcr.io
-          username: ${{ github.actor }}
-          password: ${{ secrets.GITHUB_TOKEN }}
-
-      - name: Set image suffix
-        id: suffix
-        run: |
-          case "${{ matrix.image-type }}" in
-            production) echo "suffix=" >> $GITHUB_OUTPUT ;;
-            ubuntu) echo "suffix=-ubuntu22.04" >> $GITHUB_OUTPUT ;;
-            rockylinux) echo "suffix=-rockylinux9.3" >> $GITHUB_OUTPUT ;;
-            devenv) echo "suffix=-devenv" >> $GITHUB_OUTPUT ;;
-          esac
-
-      - name: Create and push manifest
-        run: |
-          # Set tag based on ref
-          if [[ $GITHUB_REF == refs/tags/* ]]; then
-            TAG=${GITHUB_REF#refs/tags/}
-          else
-            TAG="main"
-          fi
-
-          SUFFIX="${{ steps.suffix.outputs.suffix }}"
-
-          # Docker Hub manifest
-          docker buildx imagetools create -t ${REGISTRY_IMAGE_DOCKERHUB}:${TAG}${SUFFIX} \
-            ${REGISTRY_IMAGE_DOCKERHUB}:${TAG}${SUFFIX}-linux-amd64 \
-            ${REGISTRY_IMAGE_DOCKERHUB}:${TAG}${SUFFIX}-linux-arm64
-
-          # GitHub Container Registry manifest
-          docker buildx imagetools create -t ${REGISTRY_IMAGE_GHCR}:${TAG}${SUFFIX} \
-            ${REGISTRY_IMAGE_GHCR}:${TAG}${SUFFIX}-linux-amd64 \
-            ${REGISTRY_IMAGE_GHCR}:${TAG}${SUFFIX}-linux-arm64
-
-          # Create latest tag for main branch
-          if [[ $GITHUB_REF == refs/heads/main ]]; then
-            docker buildx imagetools create -t ${REGISTRY_IMAGE_DOCKERHUB}:latest${SUFFIX} \
-              ${REGISTRY_IMAGE_DOCKERHUB}:${TAG}${SUFFIX}-linux-amd64 \
-              ${REGISTRY_IMAGE_DOCKERHUB}:${TAG}${SUFFIX}-linux-arm64
-
-            docker buildx imagetools create -t ${REGISTRY_IMAGE_GHCR}:latest${SUFFIX} \
-              ${REGISTRY_IMAGE_GHCR}:${TAG}${SUFFIX}-linux-amd64 \
-              ${REGISTRY_IMAGE_GHCR}:${TAG}${SUFFIX}-linux-arm64
-          fi
-
   # Security scanning
   security-scan:
     needs: [skip-check, build-images]
diff --git a/Makefile b/Makefile
index 8284cd7f..1fe3ab0a 100644
--- a/Makefile
+++ b/Makefile
@@ -94,3 +94,106 @@ build-gnu:
 deploy-dev: build-musl
 	@echo "🚀 Deploying to dev server: $${IP}"
 	./scripts/dev_deploy.sh $${IP}
+
+# Multi-architecture Docker build targets
+.PHONY: docker-build-multiarch
+docker-build-multiarch:
+	@echo "🏗️ Building multi-architecture Docker images..."
+	./scripts/build-docker-multiarch.sh
+
+.PHONY: docker-build-multiarch-push
+docker-build-multiarch-push:
+	@echo "🚀 Building and pushing multi-architecture Docker images..."
+	./scripts/build-docker-multiarch.sh --push
+
+.PHONY: docker-build-multiarch-version
+docker-build-multiarch-version:
+	@if [ -z "$(VERSION)" ]; then \
+		echo "❌ 错误: 请指定版本, 例如: make docker-build-multiarch-version VERSION=v1.0.0"; \
+		exit 1; \
+	fi
+	@echo "🏗️ Building multi-architecture Docker images (version: $(VERSION))..."
+	./scripts/build-docker-multiarch.sh --version $(VERSION)
+
+.PHONY: docker-push-multiarch-version
+docker-push-multiarch-version:
+	@if [ -z "$(VERSION)" ]; then \
+		echo "❌ 错误: 请指定版本, 例如: make docker-push-multiarch-version VERSION=v1.0.0"; \
+		exit 1; \
+	fi
+	@echo "🚀 Building and pushing multi-architecture Docker images (version: $(VERSION))..."
+	./scripts/build-docker-multiarch.sh --version $(VERSION) --push
+
+.PHONY: docker-build-ubuntu
+docker-build-ubuntu:
+	@echo "🏗️ Building multi-architecture Ubuntu Docker images..."
+	./scripts/build-docker-multiarch.sh --type ubuntu
+
+.PHONY: docker-build-rockylinux
+docker-build-rockylinux:
+	@echo "🏗️ Building multi-architecture RockyLinux Docker images..."
+	./scripts/build-docker-multiarch.sh --type rockylinux
+
+.PHONY: docker-build-devenv
+docker-build-devenv:
+	@echo "🏗️ Building multi-architecture development environment Docker images..."
+	./scripts/build-docker-multiarch.sh --type devenv
+
+.PHONY: docker-build-all-types
+docker-build-all-types:
+	@echo "🏗️ Building all multi-architecture Docker image types..."
+	./scripts/build-docker-multiarch.sh --type production
+	./scripts/build-docker-multiarch.sh --type ubuntu
+	./scripts/build-docker-multiarch.sh --type rockylinux
+	./scripts/build-docker-multiarch.sh --type devenv
+
+.PHONY: docker-inspect-multiarch
+docker-inspect-multiarch:
+	@if [ -z "$(IMAGE)" ]; then \
+		echo "❌ 错误: 请指定镜像, 例如: make docker-inspect-multiarch IMAGE=rustfs/rustfs:latest"; \
+		exit 1; \
+	fi
+	@echo "🔍 Inspecting multi-architecture image: $(IMAGE)"
+	docker buildx imagetools inspect $(IMAGE)
+
+.PHONY: build-cross-all
+build-cross-all:
+	@echo "🔧 Building all target architectures..."
+	@if ! command -v cross &> /dev/null; then \
+		echo "📦 Installing cross..."; \
+		cargo install cross; \
+	fi
+	@echo "🔨 Generating protobuf code..."
+	cargo run --bin gproto || true
+	@echo "🔨 Building x86_64-unknown-linux-musl..."
+	cargo build --release --target x86_64-unknown-linux-musl --bin rustfs
+	@echo "🔨 Building aarch64-unknown-linux-gnu..."
+	cross build --release --target aarch64-unknown-linux-gnu --bin rustfs
+	@echo "✅ All architectures built successfully!"
+
+.PHONY: help-docker
+help-docker:
+	@echo "🐳 Docker 多架构构建帮助："
+	@echo ""
+	@echo "基本构建:"
+	@echo "  make docker-build-multiarch              # 构建多架构镜像（不推送）"
+	@echo "  make docker-build-multiarch-push         # 构建并推送多架构镜像"
+	@echo ""
+	@echo "版本构建:"
+	@echo "  make docker-build-multiarch-version VERSION=v1.0.0   # 构建指定版本"
+	@echo "  make docker-push-multiarch-version VERSION=v1.0.0    # 构建并推送指定版本"
+	@echo ""
+	@echo "镜像类型:"
+	@echo "  make docker-build-ubuntu                 # 构建 Ubuntu 镜像"
+	@echo "  make docker-build-rockylinux             # 构建 RockyLinux 镜像"
+	@echo "  make docker-build-devenv                 # 构建开发环境镜像"
+	@echo "  make docker-build-all-types              # 构建所有类型镜像"
+	@echo ""
+	@echo "辅助工具:"
+	@echo "  make build-cross-all                     # 构建所有架构的二进制文件"
+	@echo "  make docker-inspect-multiarch IMAGE=xxx  # 检查镜像的架构支持"
+	@echo ""
+	@echo "环境变量 (在推送时需要设置):"
+	@echo "  DOCKERHUB_USERNAME    Docker Hub 用户名"
+	@echo "  DOCKERHUB_TOKEN       Docker Hub 访问令牌"
+	@echo "  GITHUB_TOKEN          GitHub 访问令牌"
diff --git a/scripts/build-docker-multiarch.sh b/scripts/build-docker-multiarch.sh
new file mode 100755
index 00000000..789202da
--- /dev/null
+++ b/scripts/build-docker-multiarch.sh
@@ -0,0 +1,242 @@
+#!/bin/bash
+set -euo pipefail
+
+# 多架构 Docker 构建脚本
+# 支持构建并推送 x86_64 和 ARM64 架构的镜像
+
+SCRIPT_DIR="$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)"
+PROJECT_ROOT="$(dirname "$SCRIPT_DIR")"
+cd "$PROJECT_ROOT"
+
+# 默认配置
+REGISTRY_IMAGE_DOCKERHUB="rustfs/rustfs"
+REGISTRY_IMAGE_GHCR="ghcr.io/rustfs/s3-rustfs"
+VERSION="${VERSION:-latest}"
+PUSH="${PUSH:-false}"
+IMAGE_TYPE="${IMAGE_TYPE:-production}"
+
+# 帮助信息
+show_help() {
+    cat << EOF
+用法: $0 [选项]
+
+选项:
+    -h, --help          显示此帮助信息
+    -v, --version TAG   设置镜像版本标签 (默认: latest)
+    -p, --push          推送镜像到仓库
+    -t, --type TYPE     镜像类型 (production|ubuntu|rockylinux|devenv, 默认: production)
+
+环境变量:
+    DOCKERHUB_USERNAME  Docker Hub 用户名
+    DOCKERHUB_TOKEN     Docker Hub 访问令牌
+    GITHUB_TOKEN        GitHub 访问令牌
+
+示例:
+    # 仅构建不推送
+    $0 --version v1.0.0
+
+    # 构建并推送到仓库
+    $0 --version v1.0.0 --push
+
+    # 构建 Ubuntu 版本
+    $0 --type ubuntu --version v1.0.0
+EOF
+}
+
+# 解析命令行参数
+while [[ $# -gt 0 ]]; do
+    case $1 in
+        -h|--help)
+            show_help
+            exit 0
+            ;;
+        -v|--version)
+            VERSION="$2"
+            shift 2
+            ;;
+        -p|--push)
+            PUSH=true
+            shift
+            ;;
+        -t|--type)
+            IMAGE_TYPE="$2"
+            shift 2
+            ;;
+        *)
+            echo "未知参数: $1"
+            show_help
+            exit 1
+            ;;
+    esac
+done
+
+# 设置 Dockerfile 和后缀
+case "$IMAGE_TYPE" in
+    production)
+        DOCKERFILE="Dockerfile"
+        SUFFIX=""
+        ;;
+    ubuntu)
+        DOCKERFILE=".docker/Dockerfile.ubuntu22.04"
+        SUFFIX="-ubuntu22.04"
+        ;;
+    rockylinux)
+        DOCKERFILE=".docker/Dockerfile.rockylinux9.3"
+        SUFFIX="-rockylinux9.3"
+        ;;
+    devenv)
+        DOCKERFILE=".docker/Dockerfile.devenv"
+        SUFFIX="-devenv"
+        ;;
+    *)
+        echo "错误: 不支持的镜像类型: $IMAGE_TYPE"
+        echo "支持的类型: production, ubuntu, rockylinux, devenv"
+        exit 1
+        ;;
+esac
+
+echo "🚀 开始多架构 Docker 构建"
+echo "📋 构建信息:"
+echo "   - 镜像类型: $IMAGE_TYPE"
+echo "   - Dockerfile: $DOCKERFILE"
+echo "   - 版本标签: $VERSION$SUFFIX"
+echo "   - 推送: $PUSH"
+echo "   - 架构: linux/amd64, linux/arm64"
+
+# 检查必要的工具
+if ! command -v docker &> /dev/null; then
+    echo "❌ 错误: 未找到 docker 命令"
+    exit 1
+fi
+
+# 检查 Docker Buildx
+if ! docker buildx version &> /dev/null; then
+    echo "❌ 错误: Docker Buildx 不可用"
+    echo "请运行: docker buildx install"
+    exit 1
+fi
+
+# 创建并使用 buildx 构建器
+BUILDER_NAME="rustfs-multiarch-builder"
+if ! docker buildx inspect "$BUILDER_NAME" &> /dev/null; then
+    echo "🔨 创建多架构构建器..."
+    docker buildx create --name "$BUILDER_NAME" --use --bootstrap
+else
+    echo "🔨 使用现有构建器..."
+    docker buildx use "$BUILDER_NAME"
+fi
+
+# 构建多架构二进制文件
+echo "🔧 构建多架构二进制文件..."
+
+# 检查是否存在预构建的二进制文件
+if [[ ! -f "target/x86_64-unknown-linux-musl/release/rustfs" ]] || [[ ! -f "target/aarch64-unknown-linux-gnu/release/rustfs" ]]; then
+    echo "⚠️  未找到预构建的二进制文件，正在构建..."
+
+    # 安装构建依赖
+    if ! command -v cross &> /dev/null; then
+        echo "📦 安装 cross 工具..."
+        cargo install cross
+    fi
+
+    # 生成 protobuf 代码
+    echo "📝 生成 protobuf 代码..."
+    cargo run --bin gproto || true
+
+    # 构建 x86_64
+    echo "🔨 构建 x86_64 二进制文件..."
+    cargo build --release --target x86_64-unknown-linux-musl --bin rustfs
+
+    # 构建 ARM64
+    echo "🔨 构建 ARM64 二进制文件..."
+    cross build --release --target aarch64-unknown-linux-gnu --bin rustfs
+fi
+
+# 准备构建参数
+BUILD_ARGS=""
+TAGS=""
+
+# Docker Hub 标签
+if [[ -n "${DOCKERHUB_USERNAME:-}" ]]; then
+    TAGS="$TAGS -t $REGISTRY_IMAGE_DOCKERHUB:$VERSION$SUFFIX"
+fi
+
+# GitHub Container Registry 标签
+if [[ -n "${GITHUB_TOKEN:-}" ]]; then
+    TAGS="$TAGS -t $REGISTRY_IMAGE_GHCR:$VERSION$SUFFIX"
+fi
+
+# 如果没有设置标签，使用本地标签
+if [[ -z "$TAGS" ]]; then
+    TAGS="-t rustfs:$VERSION$SUFFIX"
+fi
+
+# 构建镜像
+echo "🏗️ 构建多架构 Docker 镜像..."
+BUILD_CMD="docker buildx build \
+    --platform linux/amd64,linux/arm64 \
+    --file $DOCKERFILE \
+    $TAGS \
+    --build-arg BUILDTIME=$(date -u +%Y-%m-%dT%H:%M:%SZ) \
+    --build-arg VERSION=$VERSION \
+    --build-arg REVISION=$(git rev-parse --short HEAD 2>/dev/null || echo 'unknown')"
+
+if [[ "$PUSH" == "true" ]]; then
+    # 登录到仓库
+    if [[ -n "${DOCKERHUB_USERNAME:-}" ]] && [[ -n "${DOCKERHUB_TOKEN:-}" ]]; then
+        echo "🔐 登录到 Docker Hub..."
+        echo "$DOCKERHUB_TOKEN" | docker login --username "$DOCKERHUB_USERNAME" --password-stdin
+    fi
+
+    if [[ -n "${GITHUB_TOKEN:-}" ]]; then
+        echo "🔐 登录到 GitHub Container Registry..."
+        echo "$GITHUB_TOKEN" | docker login ghcr.io --username "$(whoami)" --password-stdin
+    fi
+
+    BUILD_CMD="$BUILD_CMD --push"
+else
+    BUILD_CMD="$BUILD_CMD --load"
+fi
+
+BUILD_CMD="$BUILD_CMD ."
+
+echo "📋 执行构建命令:"
+echo "$BUILD_CMD"
+echo ""
+
+# 执行构建
+eval "$BUILD_CMD"
+
+echo ""
+echo "✅ 多架构 Docker 镜像构建完成!"
+
+if [[ "$PUSH" == "true" ]]; then
+    echo "🚀 镜像已推送到仓库"
+
+    # 显示推送的镜像信息
+    echo ""
+    echo "📦 推送的镜像:"
+    if [[ -n "${DOCKERHUB_USERNAME:-}" ]]; then
+        echo "   - $REGISTRY_IMAGE_DOCKERHUB:$VERSION$SUFFIX"
+    fi
+    if [[ -n "${GITHUB_TOKEN:-}" ]]; then
+        echo "   - $REGISTRY_IMAGE_GHCR:$VERSION$SUFFIX"
+    fi
+
+    echo ""
+    echo "🔍 验证多架构支持:"
+    if [[ -n "${DOCKERHUB_USERNAME:-}" ]]; then
+        echo "   docker buildx imagetools inspect $REGISTRY_IMAGE_DOCKERHUB:$VERSION$SUFFIX"
+    fi
+    if [[ -n "${GITHUB_TOKEN:-}" ]]; then
+        echo "   docker buildx imagetools inspect $REGISTRY_IMAGE_GHCR:$VERSION$SUFFIX"
+    fi
+else
+    echo "💾 镜像已构建到本地"
+    echo ""
+    echo "🔍 查看镜像:"
+    echo "   docker images rustfs:$VERSION$SUFFIX"
+fi
+
+echo ""
+echo "🎉 构建任务完成!"